Spinal brain-derived neurotrophic factor governs neuroplasticity and recovery from cold-hypersensitivity following dorsal rhizotomy
Bibliographic record
Abstract
Brain-derived neurotrophic factor (BDNF) has multiple effects on tropomyosin-related receptor kinase B--(TrkB) expressing neurons, including potentiation of spinal nociceptive transmission and stimulation of axon outgrowth. BDNF is upregulated in the spinal cord following dorsal root injury (DRI), a manipulation which elicits both pain and collateral sprouting. Transection of the C7 and C8 dorsal roots (C7/8 DRI) generates cold pain in the ipsilateral forepaw which peaks at 10 days, and resolves within three weeks after injury. In the present study, we investigated the influence of chronic BDNF sequestration, by intrathecal delivery of TrkB-Fc, on the plasticity of nociceptive circuitry and resultant cold pain behaviour following spinal deafferentation. C7/8 DRI resulted in a pronounced deafferentation of the C7 dorsal horn and significant depletion of both peptidergic- and non-peptidergic nociceptive projections. While changes in GAP-43 expression revealed that endogenous BDNF was exerting an overall plasticity-promoting influence on intraspinal axons after DRI, continuous TrkB-Fc treatment stimulated sprouting of nociceptive terminals. DRI stimulated a BDNF-dependent increase in the density of GABAergic interneuronal processes, as indicated by increased vesicular GABA transporter--(VGAT) and neuropeptide Y--(NPY) positive terminal densities. Finally, chronic TrkB-Fc treatment prevented cold pain resolution. These findings demonstrate that endogenous BDNF has both plasticity-promoting and plasticity-suppressing effects on the intrinsic spinal components of nociceptive circuitry, which are likely to underlie cold pain behaviour following C7/8 DRI.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".